Optimized artificial neural networks

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United States of America Patent

PATENT NO 6601053
SERIAL NO

09578428

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Abstract

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Neural network architectures are represented by symbol strings. An initial population of networks is trained and evaluated. The strings representing the fittest networks are modified according to a genetic algorithm and the process is repeated until an optimized network is produced.

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Patent Owner(s)

  • KONINKLIJKE PHILIPS ELECTRONICS N.V.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Caruana, Richard A Ridgefield, CT 5 46
Eshelman, Larry J Ossining, NY 26 2332
Schaffer, J David Wappingers Falls, NY 43 2702

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